Senior Machine Learning Engineer, Confluence Cloud at Atlassian (Remote)

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Working at Atlassian
Atlassian can hire people in any country where we have a legal entity. Assuming you have eligible working rights and a sufficient time zone overlap with your team, you can choose to work remotely or return to an office as they reopen (unless it's necessary for your role to be performed in the office). Interviews and onboarding are conducted virtually, a part of being a distributed-first company.
Confluence Cloud enables teams to build, organize, and collaborate on work in one place from virtually anywhere. It is a team workspace where knowledge and collaboration meet. We are on a journey to offer more insights and anticipate users' needs to improve users' lives and how they get work done. For that, we are looking for a Machine Learning Engineer or Data Scientist to join our Confluence Cloud Insights team based in Mountain View, CA.
In this role, you'll get to
  • Work with large datasets of behavioral and textual data
  • Build, test, and improve ML models from idea through the roll-out
  • Deliver significant business impact for our customers
  • Help us understand and improve customer experiences using advanced text analytics and machine learning models.
  • Gain exposure to unique challenges within the SaaS Enterprise domain

On your first day, we will expect you to have:
  • Bachelor or higher degree, or its equivalent, in Computer Science or a related technical field or equivalent practical experience
  • 5+ years of related industry experience in the data science domain
  • Proficiency in Python and Java languages
  • Proficiency with industry-standard data science frameworks or libraries (e.g. Spark, pandas, scikit-learn, TensorFlow, PyTorch, Keras, SpaCy, etc.)
  • Proven track record of delivering quality data analysis, model building, and delivering customer impact with a machine learning solution
  • Excellent communication skills in written and verbal forms, and an ability to communicate complex technical issues to a range of technical and non-technical audiences (management, peers, clients)
  • Passion to solve complex problems and keep users in mind
  • Passion for learning and always improving yourself and the team around you

It's great, but not required if you have:
  • Peer-reviewed scientific paper or delivered talk at a relevant conference
  • Development experience with search, e.g., using Elasticsearch
  • Development experience with big data systems and interfaces, e.g., Databricks
  • Development experience with AWS services
  • Development experience with large-scale distributed systems
  • Practical knowledge of agile software development methodologies (e.g., Scrum)

We are always growing, learning, and adapting, in and out of the office. You'll be joining a team that is highly engaged and direct. We help each other to constantly improve our work and reach our potential. We're dedicated to being agile, which means we're constantly learning about our users' experience and iterating as much as necessary to improve it. We also know all too well the importance of validating assumptions about users and use various types of testing to ensure we're right (or discover where we're wrong). It's all about improving our user's experience no matter who or where it is.
Our perks & benefits
To support you at work and play, our perks and benefits include ample time off, an annual education budget, paid volunteer days, and so much more.
About Atlassian
The world's best teams work better together with Atlassian. From medicine and space travel, to disaster response and pizza deliveries, Atlassian software products help teams all over the planet. At Atlassian, we're motivated by a common goal: to unleash the potential of every team .
We believe that the unique contributions of all Atlassians create our success. To ensure that our products and culture continue to incorporate everyone's perspectives and experience, we never discriminate based on race, religion, national origin, gender identity or expression, sexual orientation, age, or marital, veteran, or disability status. All your information will be kept confidential according to EEO guidelines.
To learn more about our culture and hiring process, explore our Candidate Resource Hub .
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Technology we use

  • Engineering
  • Product
  • Sales & Marketing
    • JavaLanguages
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    • PythonLanguages
    • SqlLanguages
    • jQueryLibraries
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    • ReduxLibraries
    • AngularJSFrameworks
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    • Ruby on RailsFrameworks
    • Google AnalyticsAnalytics
    • IllustratorDesign
    • InVisionDesign
    • PhotoshopDesign
    • SketchDesign
    • ConfluenceManagement
    • JIRAManagement
    • TrelloManagement
    • WordpressCMS
    • SalesforceCRM
    • SendGridEmail

Location

Atlassian believes the future of work is distributed and offers our people the flexibility to help them do what’s important to them. And with few exceptions, we hire people anywhere we have a legal entity as long as they have eligible work rights and sufficient team time zone overlap.

An Insider's view of Atlassian

What's something quirky about your company?

Atlassian creates a culture that sees and understands employees as humans. We take time to celebrate how weird we all are, and it shows in the work we do.

Kesha

Product Marketing Manager

What is your vision for the company?

As the world gets eaten be software, Atlassian plays a foundational role: how do we help knowledge leaders articulate how business operates today? How do we engage 'visioneers' to help reimagine an analog process into something digital? And how do we ensure that we enable developers to be as productive and effective as possible?

Noah Wasmer

Head of Tech Teams

What are Atlassian Perks + Benefits

Atlassian Benefits Overview

Our offices are open, highly collaborative and yes, fun! To support you at work (and play) we offer some fantastic perks: ample time off to relax and recharge, five paid volunteer days a year for your favorite cause, plenty of food and drinks, ergonomic workstations, employer-paid insurance coverage for you and your family, pension and more.

We're a global company and each of our office locations also has its own unique perks and benefits. Some of our benefits vary slightly by location.

Culture
Volunteer in local community
Partners with Nonprofits
Friends outside of work
Eat lunch together
Open door policy
Team owned deliverables
Team based strategic planning
Group brainstorming sessions
Pair programming
Open office floor plan
Diversity
Documented equal pay policy
Dedicated Diversity/Inclusion Staff
Unconscious bias training
Diversity manifesto
Mean gender pay gap below 10%
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability Insurance
Dental Benefits
Vision Benefits
Health Insurance Benefits
Life Insurance
Wellness Programs
Team workouts
Retirement & Stock Options Benefits
401(K)
401(K) Matching
Company Equity
Performance Bonus
Match charitable contributions
Child Care & Parental Leave Benefits
Child Care Benefits
Generous Parental Leave
Flexible Work Schedule
Remote Work Program
Family Medical Leave
Adoption Assistance
Company sponsored family events
Vacation & Time Off Benefits
Unlimited Vacation Policy
Paid Volunteer Time
Paid Holidays
Perks & Discounts
Beer on Tap
Casual Dress
Commuter Benefits
Company Outings
Free Daily Meals
Game Room
Stocked Kitchen
Happy Hours
Parking
Pet Friendly
Relocation Assistance
Professional Development Benefits
Job Training & Conferences
Tuition Reimbursement
Diversity Program
Lunch and learns
Cross functional training encouraged
Promote from within
Mentorship program
Continuing Education stipend
Time allotted for learning
Online course subscriptions available
Customized development tracks
Paid industry certifications

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